{"id":"W1978270644","doi":"10.1097/00001888-200105000-00021","title":"Obstacles to Residentsʼ Conducting Research and Predictors of Publication","year":2001,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Publishing; Publication; Obstacle; Medicine; Key (lock); Medical education; Family medicine; Gerontology; Psychology; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02072906,0.0002069354,0.0004408045,0.003211094,0.001935505,0.00318012,0.001115527,0.001025714,0.007639064],"category_scores_gemma":[0.2377269,0.0004479017,0.0005871598,0.004451462,0.001137336,0.001905429,0.002631842,0.001931723,0.001141261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496384,"about_ca_system_score_gemma":0.007619508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005214523,"about_ca_topic_score_gemma":0.009532084,"domain_scores_codex":[0.9734218,0.009815785,0.005492876,0.0005677669,0.008541214,0.002160568],"domain_scores_gemma":[0.5795299,0.1998293,0.1293411,0.01083701,0.04638064,0.03408211],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004726539,0.0003684825,0.9394259,0.0005392423,0.0001480256,0.0009576797,0.005760248,0.0002438572,0.0002960584,0.0006409006,0.006841758,0.04430523],"study_design_scores_gemma":[0.00005952442,0.0006009919,0.948312,0.001376021,0.0001655961,0.002940025,0.02217803,0.0009598349,0.0008135349,0.001086027,0.02139978,0.0001085469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694328,0.004221448,0.001105556,0.01123221,0.0003039982,0.0002256003,0.0008001279,0.0001216169,0.01255655],"genre_scores_gemma":[0.9914404,0.002576931,0.002143146,0.0007969847,0.0002878202,0.0001214801,0.0003169609,0.00004183706,0.002274481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9792709,"threshold_uncertainty_score":0.1096271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6077082391324086,"score_gpt":0.5741328020990955,"score_spread":0.03357543703331312,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}